Spatial Data Handling In Big Data Era
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Spatial Data Handling In Big Data Era
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Author : Chenghu Zhou
language : en
Publisher: Springer
Release Date : 2017-05-04
Spatial Data Handling In Big Data Era written by Chenghu Zhou and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-04 with Science categories.
This proceedings volume introduces recent work on the storage, retrieval and visualization of spatial Big Data, data-intensive geospatial computing and related data quality issues. Further, it addresses traditional topics such as multi-scale spatial data representations, knowledge discovery, space-time modeling, and geological applications. Spatial analysis and data mining are increasingly facing the challenges of Big Data as more and more types of crowd sourcing spatial data are used in GIScience, such as movement trajectories, cellular phone calls, and social networks. In order to effectively manage these massive data collections, new methods and algorithms are called for. The book highlights state-of-the-art advances in the handling and application of spatial data, especially spatial Big Data, offering a cutting-edge reference guide for graduate students, researchers and practitioners in the field of GIScience.
The Era Of Big Spatial Data
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Author : Ahmed Eldawy
language : en
Publisher:
Release Date : 2016-12-28
The Era Of Big Spatial Data written by Ahmed Eldawy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-28 with Computers categories.
Summarizes the state-of-the-art in this area. It classifies the existing work by considering six aspects of big spatial data systems: approach, architecture, language, indexing, querying, and visualization. It also provides the reader with case studies of real applications that make use of these systems to provide services for end users.
Big Data Analytics For Satellite Image Processing And Remote Sensing
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Author : Swarnalatha, P.
language : en
Publisher: IGI Global
Release Date : 2018-03-09
Big Data Analytics For Satellite Image Processing And Remote Sensing written by Swarnalatha, P. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-09 with Technology & Engineering categories.
The scope of image processing and recognition has broadened due to the gap in scientific visualization. Thus, new imaging techniques have developed, and it is imperative to study this progression for optimal utilization. Big Data Analytics for Satellite Image Processing and Remote Sensing is a critical scholarly resource that examines the challenges and difficulties of implementing big data in image processing for remote sensing and related areas. Featuring coverage on a broad range of topics, such as distributed computing, parallel processing, and spatial data, this book is geared towards scientists, professionals, researchers, and academicians seeking current research on the use of big data analytics in satellite image processing and remote sensing.
Big Data Computing For Geospatial Applications
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Author : Zhenlong Li
language : en
Publisher: MDPI
Release Date : 2020-11-23
Big Data Computing For Geospatial Applications written by Zhenlong Li and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-23 with Science categories.
The convergence of big data and geospatial computing has brought forth challenges and opportunities to Geographic Information Science with regard to geospatial data management, processing, analysis, modeling, and visualization. This book highlights recent advancements in integrating new computing approaches, spatial methods, and data management strategies to tackle geospatial big data challenges and meanwhile demonstrates opportunities for using big data for geospatial applications. Crucial to the advancements highlighted in this book is the integration of computational thinking and spatial thinking and the transformation of abstract ideas and models to concrete data structures and algorithms.
The Transforming Spatial Organization In The Information Age
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Author : Dadao Lu
language : en
Publisher: Springer Nature
Release Date : 2024-11-04
The Transforming Spatial Organization In The Information Age written by Dadao Lu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-04 with Social Science categories.
This book provides a critical account, a state-of-the-art review, as well as novel research methods of information technology development and the corresponding changes of socio-economic spatial organization in China. With the rapid development of the Internet over the past three decades, the development of information technology and its impact on social economy have become an important frontier issue of human and economic geography. Actually, the influence of information technology is complex and dynamic, involving almost all aspects of socio-economic activities and our daily life. It is also influencing the methods and disciplines that we use to understand it. In general, industrial development and regional management and innovation are the core contents of socio-economic spatial organization. Therefore, changes in industrial clusters, transportation logistics, regional development and innovation, urban planning and management, and rural development under the background of the information age were analysed to understand the relationship among information revolution, socio-economic spatial organization, and human and economic geography. Primarily intended for scholars and graduate students across a range of disciplines, such as geography, urban-rural planning, information science, urban science, economics and sociology, and people engaged in regional planning, urban management and information management, this book proves to be an innovative and up-to-date resource.
The Routledge Handbook Of Architecture Urban Space And Politics Volume I
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Author : Nikolina Bobic
language : en
Publisher: Taylor & Francis
Release Date : 2022-10-28
The Routledge Handbook Of Architecture Urban Space And Politics Volume I written by Nikolina Bobic and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-28 with Political Science categories.
For architecture and urban space to have relevance in the 21st Century, we cannot merely reignite the approaches of thought and design that were operative in the last century. This is despite, or because of, the nexus between politics and space often being theorized as a representation or by-product of politics. As a symbol or an effect, the spatial dimension is depoliticized. Consequently, architecture and the urban are halted from fostering any systematic change as they are secondary to the event and therefore incapable of performing any political role. This handbook explores how architecture and urban space can unsettle the unquestioned construct of the spatial politics of governing. Considering both ongoing and unprecedented global problems – from violence and urban warfare, the refugee crisis, borderization, detention camps, terrorist attacks to capitalist urbanization, inequity, social unrest and climate change – this handbook provides a comprehensive and multidisciplinary research focused on the complex nexus of politics, architecture and urban space. Volume I starts by pointing out the need to explore the politics of spatialization to make sense of the operational nature of spatial oppression in contemporary times. The operative and active political reading of space is disseminated through five thematics: Violence and War Machines; Security and Borders; Race, Identity and Ideology; Spectacle and the Screen; and Mapping Landscapes and Big Data. This first volume of the handbook frames cutting-edge contemporary debates and presents studies of actual theories and projects that address spatial politics. This Handbook will be of interest to anyone seeking to meaningfully disrupt the reduction of space to an oppressive or neutral backdrop of political realities. Chapters 1 and 23 of this book are freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution (CC-BY) 4.0 license.
Spatial Database For Gps Wildlife Tracking Data
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Author : Ferdinando Urbano
language : en
Publisher: Springer Science & Business Media
Release Date : 2014-03-12
Spatial Database For Gps Wildlife Tracking Data written by Ferdinando Urbano and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-03-12 with Science categories.
This book guides animal ecologists, biologists and wildlife and data managers through a step-by-step procedure to build their own advanced software platforms to manage and process wildlife tracking data. This unique, problem-solving-oriented guide focuses on how to extract the most from GPS animal tracking data, while preventing error propagation and optimizing analysis performance. Based on the open source PostgreSQL/PostGIS spatial database, the software platform will allow researchers and managers to integrate and harmonize GPS tracking data together with animal characteristics, environmental data sets, including remote sensing image time series, and other bio-logged data, such as acceleration data. Moreover, the book shows how the powerful R statistical environment can be integrated into the software platform, either connecting the database with R, or embedding the same tools in the database through the PostgreSQL extension Pl/R. The client/server architecture allows users to remotely connect a number of software applications that can be used as a database front end, including GIS software and WebGIS. Each chapter offers a real-world data management and processing problem that is discussed in its biological context; solutions are proposed and exemplified through ad hoc SQL code, progressively exploring the potential of spatial database functions applied to the respective wildlife tracking case. Finally, wildlife tracking management issues are discussed in the increasingly widespread framework of collaborative science and data sharing. GPS animal telemetry data from a real study, freely available online, are used to demonstrate the proposed examples. This book is also suitable for undergraduate and graduate students, if accompanied by the basics of databases.
Emerging Trends In Intelligent Systems Network Security
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Author : Mohamed Ben Ahmed
language : en
Publisher: Springer Nature
Release Date : 2022-08-31
Emerging Trends In Intelligent Systems Network Security written by Mohamed Ben Ahmed and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-31 with Technology & Engineering categories.
This book covers selected research works presented at the fifth International Conference on Networking, Information Systems and Security (NISS 2022), organized by the Research Center for Data and Information Sciences at the National Research and Innovation Agency (BRIN), Republic of Indonesia, and Moroccan Mediterranean Association of Sciences and Sustainable Development, Morocco, during March 30–31, 2022, hosted in online mode in Bandung, Indonesia. Building on the successful history of the conference series in the recent four years, this book aims to present the paramount role of connecting researchers around the world to disseminate and share new ideas in intelligent information systems, cyber-security, and networking technologies. The 49 chapters presented in this book were carefully reviewed and selected from 115 submissions. They focus on delivering intelligent solutions through leveraging advanced information systems, networking, and security for competitive advantage and cost savings in modern industrial sectors as well as public, business, and education sectors. Authors are eminent academicians, scientists, researchers, and scholars in their respective fields from across the world.
Big Data
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Author : Hassan A. Karimi
language : en
Publisher: CRC Press
Release Date : 2024-08-01
Big Data written by Hassan A. Karimi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-01 with Computers categories.
Over the past decade, since the publication of the first edition, there have been new advances in solving complex geoinformatics problems. Advancements in computing power, computing platforms, mathematical models, statistical models, geospatial algorithms, and the availability of data in various domains, among other things, have aided in the automation of complex real-world tasks and decision-making that inherently rely on geospatial data. Of the many fields benefiting from these latest advancements, machine learning, particularly deep learning, virtual reality, and game engine, have increasingly gained the interest of many researchers and practitioners. This revised new edition provides up-to-date knowledge on the latest developments related to these three fields for solving geoinformatics problems. FEATURES Contains a comprehensive collection of advanced big data approaches, techniques, and technologies for geoinformatics problems Provides seven new chapters on deep learning models, algorithms, and structures, including a new chapter on how spatial metaverse is used to build immersive realistic virtual experiences Presents information on how deep learning is used for solving real-world geoinformatics problems This book is intended for researchers, academics, professionals, and students in such fields as computing and information, civil and environmental engineering, environmental sciences, geosciences, geology, geography, and urban studies.
High Performance Computing For Geospatial Applications
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Author : Wenwu Tang
language : en
Publisher: Springer Nature
Release Date : 2020-07-20
High Performance Computing For Geospatial Applications written by Wenwu Tang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-20 with Technology & Engineering categories.
This volume fills a research gap between the rapid development of High Performance Computing (HPC) approaches and their geospatial applications. With a focus on geospatial applications, the book discusses in detail how researchers apply HPC to tackle their geospatial problems. Based on this focus, the book identifies the opportunities and challenges revolving around geospatial applications of HPC. Readers are introduced to the fundamentals of HPC, and will learn how HPC methods are applied in various specific areas of geospatial study. The book begins by discussing theoretical aspects and methodological uses of HPC within a geospatial context, including parallel algorithms, geospatial data handling, spatial analysis and modeling, and cartography and geovisualization. Then, specific domain applications of HPC are addressed in the contexts of earth science, land use and land cover change, urban studies, transportation studies, and social science. The book will be of interest to scientists and engineers who are interested in applying cutting-edge HPC technologies in their respective fields, as well as students and faculty engaged in geography, environmental science, social science, and computer science.